Week ending 30 June 2026 · 15 series
· detector D4 robust 3-sigma · seed 42
· all money is GMV unless labelled platform revenue (Everrest takes
11%)
24 Jun to 30 Jun 2026 · materiality floor $2,000 of GMV
24 Jun to 30 Jun 2026 · these are NOT alerts - none crossed the threshold
| series | day | actual | expected | gap (GMV) | z |
|---|---|---|---|---|---|
| cat: Sports & Outdoor | 26 Jun | $618 | $1,392 | -$773 | -2.7 |
| cat: Grocery | 30 Jun | $6,691 | $1,730 | $4,961 | +2.4 |
| region: MY | 25 Jun | $4,756 | $2,007 | $2,749 | +2.3 |
| cat: Pet Supplies | 27 Jun | $893 | $2,370 | -$1,477 | -2.1 |
| cat: Apparel | 29 Jun | $712 | $1,710 | -$998 | -2.1 |
| cat: Toys & Kids | 26 Jun | $628 | $1,876 | -$1,248 | -2.0 |
October 2025 vs November 2025 · reference analysis, not this week
| slice | before | after | change | share of move |
|---|---|---|---|---|
| Grocery / ID | $12,242 | $47,314 | $35,071 | 7% |
| Grocery / VN | $3,800 | $32,499 | $28,699 | 6% |
| Apparel / SG | $15,486 | $40,536 | $25,050 | 5% |
| Grocery / SG | $21,713 | $42,246 | $20,533 | 4% |
| Beauty / SG | $12,570 | $30,562 | $17,992 | 4% |
| Electronics / SG | $12,031 | $29,485 | $17,454 | 4% |
October 2025 vs November 2025 · reference analysis, not this week
Observed $-0.99 = mix $+0.83 + rate $-1.82.
| category | AOV before | AOV after | own change | share change | mix effect | rate effect |
|---|---|---|---|---|---|---|
| Beauty | $141.68 | $112.63 | $-29.04 | -1.2% | $-0.03 | $-3.88 |
| Apparel | $137.84 | $132.19 | $-5.65 | +0.7% | $-0.01 | $-0.79 |
| Home & Living | $140.95 | $134.82 | $-6.13 | -0.1% | $-0.00 | $-0.73 |
| Sports & Outdoor | $126.53 | $127.44 | $+0.91 | -0.2% | $+0.02 | $+0.09 |
| Pet Supplies | $130.83 | $134.21 | $+3.38 | -1.1% | $+0.09 | $+0.35 |
| Toys & Kids | $117.01 | $123.17 | $+6.16 | -0.1% | $+0.02 | $+0.86 |
| Electronics | $115.10 | $122.79 | $+7.70 | +0.6% | $-0.14 | $+0.96 |
| Grocery | $204.34 | $213.87 | $+9.52 | +1.4% | $+0.88 | $+1.32 |
20 simulated replicates · 12 planted changes each · base rate 7.6%
| rung | recall | precision | lift vs chance | median lag (days) | false alarms per year |
|---|---|---|---|---|---|
| D1 week-over-week 15pct | 98% | 7.5% | 0.99x | 0.0 | 4,121 |
| D2 3-sigma on level | 48% | 7.4% | 0.98x | 10.0 | 145 |
| D3 3-sigma on residual | 23% | 10.2% | 1.35x | 14.0 | 33 |
| D4 robust 3-sigma | 23% | 8.2% | 1.08x | 14.0 | 58 |
| D5 calibrated null | 6% | 9.6% | 1.27x | 21.0 | 10 |
| D6 calibrated + FDR | 7% | 8.4% | 1.11x | 21.0 | 13 |
| D7 FDR + persistence | 0% | 0.0% | 0.00x | nan | 1 |